Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 1198366 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 237.7 MiB |
| Average record size in memory | 208.0 B |
Variable types
| Categorical | 12 |
|---|---|
| Numeric | 13 |
| DateTime | 1 |
case:ApplicationType has constant value "other" | Constant |
Action has constant value "other" | Constant |
EventOrigin has constant value "other" | Constant |
lifecycle:transition has constant value "other" | Constant |
Accepted has constant value "other" | Constant |
Selected has constant value "other" | Constant |
case:concept:name has a high cardinality: 31413 distinct values | High cardinality |
org:resource has a high cardinality: 139 distinct values | High cardinality |
CreditScore has a high cardinality: 512 distinct values | High cardinality |
timesincemidnight is highly correlated with hour | High correlation |
hour is highly correlated with timesincemidnight | High correlation |
Action is highly correlated with Accepted and 7 other fields | High correlation |
Accepted is highly correlated with Action and 7 other fields | High correlation |
Selected is highly correlated with Action and 7 other fields | High correlation |
lifecycle:transition is highly correlated with Action and 7 other fields | High correlation |
label is highly correlated with Action and 5 other fields | High correlation |
concept:name is highly correlated with Action and 5 other fields | High correlation |
case:ApplicationType is highly correlated with Action and 7 other fields | High correlation |
EventOrigin is highly correlated with Action and 7 other fields | High correlation |
case:LoanGoal is highly correlated with Action and 5 other fields | High correlation |
case:RequestedAmount has 112679 (9.4%) zeros | Zeros |
FirstWithdrawalAmount has 529089 (44.2%) zeros | Zeros |
MonthlyCost has 276879 (23.1%) zeros | Zeros |
NumberOfTerms has 276879 (23.1%) zeros | Zeros |
OfferedAmount has 276879 (23.1%) zeros | Zeros |
timesincelastevent has 31413 (2.6%) zeros | Zeros |
timesincecasestart has 31413 (2.6%) zeros | Zeros |
weekday has 247992 (20.7%) zeros | Zeros |
Reproduction
| Analysis started | 2021-03-23 08:06:02.370719 |
|---|---|
| Analysis finished | 2021-03-23 08:10:19.219438 |
| Duration | 4 minutes and 16.85 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.1 MiB |
| other |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 5991830 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | other |
|---|---|
| 2nd row | other |
| 3rd row | other |
| 4th row | other |
| 5th row | other |
| Value | Count | Frequency (%) |
| other | 1198366 |
| Value | Count | Frequency (%) |
| other | 1198366 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5991830 |
Most frequent character per category
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5991830 |
Most frequent character per script
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5991830 |
Most frequent character per block
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.1 MiB |
| other | |
|---|---|
| Boat | 7223 |
| Tax payments | 5557 |
| Business goal | 1090 |
| Debt restructuring | 40 |
Length
| Max length | 18 |
|---|---|
| Median length | 5 |
| Mean length | 5.034143158 |
| Min length | 4 |
Characters and Unicode
| Total characters | 6032746 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | other |
|---|---|
| 2nd row | other |
| 3rd row | other |
| 4th row | other |
| 5th row | other |
| Value | Count | Frequency (%) |
| other | 1184456 | |
| Boat | 7223 | 0.6% |
| Tax payments | 5557 | 0.5% |
| Business goal | 1090 | 0.1% |
| Debt restructuring | 40 | < 0.1% |
| Value | Count | Frequency (%) |
| other | 1184456 | |
| boat | 7223 | 0.6% |
| tax | 5557 | 0.5% |
| payments | 5557 | 0.5% |
| goal | 1090 | 0.1% |
| business | 1090 | 0.1% |
| debt | 40 | < 0.1% |
| restructuring | 40 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 1197356 | |
| o | 1192769 | |
| e | 1191183 | |
| r | 1184576 | |
| h | 1184456 | |
| a | 19427 | 0.3% |
| s | 8867 | 0.1% |
| B | 8313 | 0.1% |
| 6687 | 0.1% | |
| n | 6687 | 0.1% |
| Other values (12) | 32425 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6012149 | |
| Uppercase Letter | 13910 | 0.2% |
| Space Separator | 6687 | 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| t | 1197356 | |
| o | 1192769 | |
| e | 1191183 | |
| r | 1184576 | |
| h | 1184456 | |
| a | 19427 | 0.3% |
| s | 8867 | 0.1% |
| n | 6687 | 0.1% |
| x | 5557 | 0.1% |
| p | 5557 | 0.1% |
| Other values (8) | 15714 | 0.3% |
| Value | Count | Frequency (%) |
| B | 8313 | |
| T | 5557 | |
| D | 40 | 0.3% |
| Value | Count | Frequency (%) |
| 6687 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6026059 | |
| Common | 6687 | 0.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| t | 1197356 | |
| o | 1192769 | |
| e | 1191183 | |
| r | 1184576 | |
| h | 1184456 | |
| a | 19427 | 0.3% |
| s | 8867 | 0.1% |
| B | 8313 | 0.1% |
| n | 6687 | 0.1% |
| T | 5557 | 0.1% |
| Other values (11) | 26868 | 0.4% |
| Value | Count | Frequency (%) |
| 6687 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6032746 |
Most frequent character per block
| Value | Count | Frequency (%) |
| t | 1197356 | |
| o | 1192769 | |
| e | 1191183 | |
| r | 1184576 | |
| h | 1184456 | |
| a | 19427 | 0.3% |
| s | 8867 | 0.1% |
| B | 8313 | 0.1% |
| 6687 | 0.1% | |
| n | 6687 | 0.1% |
| Other values (12) | 32425 | 0.5% |
| Distinct | 699 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16738.48355 |
|---|---|
| Minimum | 0 |
| Maximum | 450000 |
| Zeros | 112679 |
| Zeros (%) | 9.4% |
| Memory size | 9.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6000 |
| median | 14000 |
| Q3 | 23000 |
| 95-th percentile | 48500 |
| Maximum | 450000 |
| Range | 450000 |
| Interquartile range (IQR) | 17000 |
Descriptive statistics
| Standard deviation | 15706.86017 |
|---|---|
| Coefficient of variation (CV) | 0.9383681697 |
| Kurtosis | 71.0810713 |
| Mean | 16738.48355 |
| Median Absolute Deviation (MAD) | 8000 |
| Skewness | 4.473249054 |
| Sum | 2.005882957 × 1010 |
| Variance | 246705456.4 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 5000 | 152603 | 12.7% |
| 15000 | 134636 | 11.2% |
| 10000 | 113865 | 9.5% |
| 0 | 112679 | 9.4% |
| 25000 | 68605 | 5.7% |
| 20000 | 65648 | 5.5% |
| 30000 | 39684 | 3.3% |
| 6000 | 32120 | 2.7% |
| 50000 | 23967 | 2.0% |
| 7000 | 23207 | 1.9% |
| Other values (689) | 431352 |
| Value | Count | Frequency (%) |
| 0 | 112679 | |
| 600 | 40 | < 0.1% |
| 1000 | 65 | < 0.1% |
| 1600 | 39 | < 0.1% |
| 3000 | 103 | < 0.1% |
| Value | Count | Frequency (%) |
| 450000 | 46 | |
| 400000 | 61 | |
| 350000 | 43 | |
| 340000 | 29 | < 0.1% |
| 300000 | 87 |
| Distinct | 31413 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.1 MiB |
| Application_2037628374 | 180 |
|---|---|
| Application_1219772874 | 180 |
| Application_1359726788 | 159 |
| Application_1875888758 | 156 |
| Application_1387439149 | 154 |
| Other values (31408) |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 21.4898687 |
| Min length | 17 |
Characters and Unicode
| Total characters | 25752728 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Application_652823628 |
|---|---|
| 2nd row | Application_652823628 |
| 3rd row | Application_652823628 |
| 4th row | Application_652823628 |
| 5th row | Application_652823628 |
| Value | Count | Frequency (%) |
| Application_2037628374 | 180 | < 0.1% |
| Application_1219772874 | 180 | < 0.1% |
| Application_1359726788 | 159 | < 0.1% |
| Application_1875888758 | 156 | < 0.1% |
| Application_1387439149 | 154 | < 0.1% |
| Application_1031629108 | 150 | < 0.1% |
| Application_1681194502 | 149 | < 0.1% |
| Application_984284284 | 148 | < 0.1% |
| Application_2068346638 | 148 | < 0.1% |
| Application_561182430 | 147 | < 0.1% |
| Other values (31403) | 1196795 |
| Value | Count | Frequency (%) |
| application_2037628374 | 180 | < 0.1% |
| application_1219772874 | 180 | < 0.1% |
| application_1359726788 | 159 | < 0.1% |
| application_1875888758 | 156 | < 0.1% |
| application_1387439149 | 154 | < 0.1% |
| application_1031629108 | 150 | < 0.1% |
| application_1681194502 | 149 | < 0.1% |
| application_2068346638 | 148 | < 0.1% |
| application_984284284 | 148 | < 0.1% |
| application_561182430 | 147 | < 0.1% |
| Other values (31403) | 1196795 |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 2396732 | 9.3% |
| i | 2396732 | 9.3% |
| 1 | 1653530 | 6.4% |
| A | 1198366 | 4.7% |
| l | 1198366 | 4.7% |
| c | 1198366 | 4.7% |
| a | 1198366 | 4.7% |
| t | 1198366 | 4.7% |
| o | 1198366 | 4.7% |
| n | 1198366 | 4.7% |
| Other values (10) | 10917172 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 11983660 | |
| Decimal Number | 11372336 | |
| Uppercase Letter | 1198366 | 4.7% |
| Connector Punctuation | 1198366 | 4.7% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 1653530 | |
| 2 | 1154766 | |
| 0 | 1083388 | |
| 5 | 1075222 | |
| 4 | 1071431 | |
| 3 | 1070680 | |
| 6 | 1069037 | |
| 9 | 1068311 | |
| 7 | 1066032 | |
| 8 | 1059939 |
| Value | Count | Frequency (%) |
| p | 2396732 | |
| i | 2396732 | |
| l | 1198366 | |
| c | 1198366 | |
| a | 1198366 | |
| t | 1198366 | |
| o | 1198366 | |
| n | 1198366 |
| Value | Count | Frequency (%) |
| A | 1198366 |
| Value | Count | Frequency (%) |
| _ | 1198366 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13182026 | |
| Common | 12570702 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 1653530 | |
| _ | 1198366 | |
| 2 | 1154766 | |
| 0 | 1083388 | |
| 5 | 1075222 | |
| 4 | 1071431 | |
| 3 | 1070680 | |
| 6 | 1069037 | |
| 9 | 1068311 | |
| 7 | 1066032 |
| Value | Count | Frequency (%) |
| p | 2396732 | |
| i | 2396732 | |
| A | 1198366 | |
| l | 1198366 | |
| c | 1198366 | |
| a | 1198366 | |
| t | 1198366 | |
| o | 1198366 | |
| n | 1198366 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25752728 |
Most frequent character per block
| Value | Count | Frequency (%) |
| p | 2396732 | 9.3% |
| i | 2396732 | 9.3% |
| 1 | 1653530 | 6.4% |
| A | 1198366 | 4.7% |
| l | 1198366 | 4.7% |
| c | 1198366 | 4.7% |
| a | 1198366 | 4.7% |
| t | 1198366 | 4.7% |
| o | 1198366 | 4.7% |
| n | 1198366 | 4.7% |
| Other values (10) | 10917172 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.1 MiB |
| regular | |
|---|---|
| deviant |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 8388562 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | regular |
|---|---|
| 2nd row | regular |
| 3rd row | regular |
| 4th row | regular |
| 5th row | regular |
| Value | Count | Frequency (%) |
| regular | 1053868 | |
| deviant | 144498 | 12.1% |
| Value | Count | Frequency (%) |
| regular | 1053868 | |
| deviant | 144498 | 12.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2107736 | |
| e | 1198366 | |
| a | 1198366 | |
| g | 1053868 | |
| u | 1053868 | |
| l | 1053868 | |
| d | 144498 | 1.7% |
| v | 144498 | 1.7% |
| i | 144498 | 1.7% |
| n | 144498 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 8388562 |
Most frequent character per category
| Value | Count | Frequency (%) |
| r | 2107736 | |
| e | 1198366 | |
| a | 1198366 | |
| g | 1053868 | |
| u | 1053868 | |
| l | 1053868 | |
| d | 144498 | 1.7% |
| v | 144498 | 1.7% |
| i | 144498 | 1.7% |
| n | 144498 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8388562 |
Most frequent character per script
| Value | Count | Frequency (%) |
| r | 2107736 | |
| e | 1198366 | |
| a | 1198366 | |
| g | 1053868 | |
| u | 1053868 | |
| l | 1053868 | |
| d | 144498 | 1.7% |
| v | 144498 | 1.7% |
| i | 144498 | 1.7% |
| n | 144498 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8388562 |
Most frequent character per block
| Value | Count | Frequency (%) |
| r | 2107736 | |
| e | 1198366 | |
| a | 1198366 | |
| g | 1053868 | |
| u | 1053868 | |
| l | 1053868 | |
| d | 144498 | 1.7% |
| v | 144498 | 1.7% |
| i | 144498 | 1.7% |
| n | 144498 | 1.7% |
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.1 MiB |
| W_Validate application | |
|---|---|
| W_Call after offers | |
| W_Call incomplete files | |
| W_Complete application | |
| W_Handle leads | |
| Other values (21) |
Length
| Max length | 26 |
|---|---|
| Median length | 20 |
| Mean length | 17.9697438 |
| Min length | 8 |
Characters and Unicode
| Total characters | 21534330 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A_Create Application |
|---|---|
| 2nd row | A_Submitted |
| 3rd row | W_Handle leads |
| 4th row | W_Handle leads |
| 5th row | W_Complete application |
| Value | Count | Frequency (%) |
| W_Validate application | 209110 | |
| W_Call after offers | 190556 | |
| W_Call incomplete files | 167689 | |
| W_Complete application | 148178 | |
| W_Handle leads | 47070 | 3.9% |
| O_Created | 42819 | 3.6% |
| O_Create Offer | 42819 | 3.6% |
| O_Sent (mail and online) | 39550 | 3.3% |
| A_Validating | 38726 | 3.2% |
| A_Create Application | 31413 | 2.6% |
| Other values (16) | 240436 |
| Value | Count | Frequency (%) |
| application | 388701 | |
| w_call | 358245 | |
| w_validate | 209110 | 8.3% |
| after | 190556 | 7.6% |
| offers | 190556 | 7.6% |
| incomplete | 167689 | 6.6% |
| files | 167689 | 6.6% |
| w_complete | 148178 | 5.9% |
| w_handle | 47070 | 1.9% |
| leads | 47070 | 1.9% |
| Other values (30) | 608094 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2251934 | 10.5% |
| l | 2134309 | 9.9% |
| a | 2118686 | 9.8% |
| i | 1525314 | 7.1% |
| t | 1506857 | 7.0% |
| 1324830 | 6.2% | |
| p | 1231077 | 5.7% |
| _ | 1198366 | 5.6% |
| o | 1028421 | 4.8% |
| n | 959413 | 4.5% |
| Other values (25) | 6255123 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16457032 | |
| Uppercase Letter | 2470986 | 11.5% |
| Space Separator | 1324830 | 6.2% |
| Connector Punctuation | 1198366 | 5.6% |
| Open Punctuation | 41558 | 0.2% |
| Close Punctuation | 41558 | 0.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 2251934 | |
| l | 2134309 | |
| a | 2118686 | |
| i | 1525314 | |
| t | 1506857 | |
| p | 1231077 | |
| o | 1028421 | |
| n | 959413 | |
| f | 832972 | 5.1% |
| c | 739660 | 4.5% |
| Other values (9) | 2128389 |
| Value | Count | Frequency (%) |
| W | 766145 | |
| C | 717478 | |
| A | 322288 | |
| V | 247836 | 10.0% |
| O | 236088 | 9.6% |
| S | 62137 | 2.5% |
| H | 47070 | 1.9% |
| R | 27951 | 1.1% |
| I | 22968 | 0.9% |
| P | 17250 | 0.7% |
| Other values (2) | 3775 | 0.2% |
| Value | Count | Frequency (%) |
| _ | 1198366 |
| Value | Count | Frequency (%) |
| 1324830 |
| Value | Count | Frequency (%) |
| ( | 41558 |
| Value | Count | Frequency (%) |
| ) | 41558 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 18928018 | |
| Common | 2606312 | 12.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 2251934 | |
| l | 2134309 | |
| a | 2118686 | |
| i | 1525314 | 8.1% |
| t | 1506857 | 8.0% |
| p | 1231077 | 6.5% |
| o | 1028421 | 5.4% |
| n | 959413 | 5.1% |
| f | 832972 | 4.4% |
| W | 766145 | 4.0% |
| Other values (21) | 4572890 |
| Value | Count | Frequency (%) |
| 1324830 | ||
| _ | 1198366 | |
| ( | 41558 | 1.6% |
| ) | 41558 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21534330 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 2251934 | 10.5% |
| l | 2134309 | 9.9% |
| a | 2118686 | 9.8% |
| i | 1525314 | 7.1% |
| t | 1506857 | 7.0% |
| 1324830 | 6.2% | |
| p | 1231077 | 5.7% |
| _ | 1198366 | 5.6% |
| o | 1028421 | 4.8% |
| n | 959413 | 4.5% |
| Other values (25) | 6255123 |
| Distinct | 139 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.1 MiB |
| other | |
|---|---|
| User_27 | 18795 |
| User_121 | 18714 |
| User_28 | 18348 |
| User_68 | 17532 |
| Other values (134) |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 6.607720012 |
| Min length | 5 |
Characters and Unicode
| Total characters | 7918467 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | other |
|---|---|
| 2nd row | other |
| 3rd row | other |
| 4th row | other |
| 5th row | other |
| Value | Count | Frequency (%) |
| other | 342974 | |
| User_27 | 18795 | 1.6% |
| User_121 | 18714 | 1.6% |
| User_28 | 18348 | 1.5% |
| User_68 | 17532 | 1.5% |
| User_116 | 17423 | 1.5% |
| User_10 | 16348 | 1.4% |
| User_113 | 16142 | 1.3% |
| User_118 | 16005 | 1.3% |
| User_75 | 15920 | 1.3% |
| Other values (129) | 700165 |
| Value | Count | Frequency (%) |
| other | 342974 | |
| user_27 | 18795 | 1.6% |
| user_121 | 18714 | 1.6% |
| user_28 | 18348 | 1.5% |
| user_68 | 17532 | 1.5% |
| user_116 | 17423 | 1.5% |
| user_10 | 16348 | 1.4% |
| user_113 | 16142 | 1.3% |
| user_118 | 16005 | 1.3% |
| user_75 | 15920 | 1.3% |
| Other values (129) | 700165 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1198366 | |
| r | 1198366 | |
| U | 855392 | |
| s | 855392 | |
| _ | 855392 | |
| 1 | 542902 | |
| o | 342974 | 4.3% |
| t | 342974 | 4.3% |
| h | 342974 | 4.3% |
| 2 | 224512 | 2.8% |
| Other values (8) | 1159223 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4281046 | |
| Decimal Number | 1926637 | |
| Uppercase Letter | 855392 | 10.8% |
| Connector Punctuation | 855392 | 10.8% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 542902 | |
| 2 | 224512 | |
| 3 | 195875 | 10.2% |
| 4 | 164707 | 8.5% |
| 6 | 162194 | 8.4% |
| 5 | 135595 | 7.0% |
| 7 | 135150 | 7.0% |
| 8 | 129068 | 6.7% |
| 9 | 123606 | 6.4% |
| 0 | 113028 | 5.9% |
| Value | Count | Frequency (%) |
| e | 1198366 | |
| r | 1198366 | |
| s | 855392 | |
| o | 342974 | 8.0% |
| t | 342974 | 8.0% |
| h | 342974 | 8.0% |
| Value | Count | Frequency (%) |
| U | 855392 |
| Value | Count | Frequency (%) |
| _ | 855392 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5136438 | |
| Common | 2782029 |
Most frequent character per script
| Value | Count | Frequency (%) |
| _ | 855392 | |
| 1 | 542902 | |
| 2 | 224512 | 8.1% |
| 3 | 195875 | 7.0% |
| 4 | 164707 | 5.9% |
| 6 | 162194 | 5.8% |
| 5 | 135595 | 4.9% |
| 7 | 135150 | 4.9% |
| 8 | 129068 | 4.6% |
| 9 | 123606 | 4.4% |
| Value | Count | Frequency (%) |
| e | 1198366 | |
| r | 1198366 | |
| U | 855392 | |
| s | 855392 | |
| o | 342974 | 6.7% |
| t | 342974 | 6.7% |
| h | 342974 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7918467 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 1198366 | |
| r | 1198366 | |
| U | 855392 | |
| s | 855392 | |
| _ | 855392 | |
| 1 | 542902 | |
| o | 342974 | 4.3% |
| t | 342974 | 4.3% |
| h | 342974 | 4.3% |
| 2 | 224512 | 2.8% |
| Other values (8) | 1159223 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.1 MiB |
| other |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 5991830 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | other |
|---|---|
| 2nd row | other |
| 3rd row | other |
| 4th row | other |
| 5th row | other |
| Value | Count | Frequency (%) |
| other | 1198366 |
| Value | Count | Frequency (%) |
| other | 1198366 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5991830 |
Most frequent character per category
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5991830 |
Most frequent character per script
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5991830 |
Most frequent character per block
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
| Distinct | 512 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.1 MiB |
| other | |
|---|---|
| 892.0 | 2611 |
| 923.0 | 2593 |
| 917.0 | 2590 |
| 931.0 | 2588 |
| Other values (507) |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.055664129 |
| Min length | 5 |
Characters and Unicode
| Total characters | 6058536 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | other |
|---|---|
| 2nd row | other |
| 3rd row | other |
| 4th row | other |
| 5th row | other |
| Value | Count | Frequency (%) |
| other | 748094 | |
| 892.0 | 2611 | 0.2% |
| 923.0 | 2593 | 0.2% |
| 917.0 | 2590 | 0.2% |
| 931.0 | 2588 | 0.2% |
| 970.0 | 2577 | 0.2% |
| 1004.0 | 2557 | 0.2% |
| 878.0 | 2552 | 0.2% |
| 977.0 | 2506 | 0.2% |
| 965.0 | 2465 | 0.2% |
| Other values (502) | 427233 |
| Value | Count | Frequency (%) |
| other | 748094 | |
| 892.0 | 2611 | 0.2% |
| 923.0 | 2593 | 0.2% |
| 917.0 | 2590 | 0.2% |
| 931.0 | 2588 | 0.2% |
| 970.0 | 2577 | 0.2% |
| 1004.0 | 2557 | 0.2% |
| 878.0 | 2552 | 0.2% |
| 977.0 | 2506 | 0.2% |
| 965.0 | 2465 | 0.2% |
| Other values (502) | 427233 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 748094 | |
| t | 748094 | |
| h | 748094 | |
| e | 748094 | |
| r | 748094 | |
| 0 | 603960 | |
| . | 450272 | |
| 9 | 242478 | 4.0% |
| 8 | 235135 | 3.9% |
| 1 | 163442 | 2.7% |
| Other values (6) | 622779 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3740470 | |
| Decimal Number | 1867794 | |
| Other Punctuation | 450272 | 7.4% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 603960 | |
| 9 | 242478 | |
| 8 | 235135 | 12.6% |
| 1 | 163442 | 8.8% |
| 7 | 156499 | 8.4% |
| 6 | 109776 | 5.9% |
| 5 | 93423 | 5.0% |
| 2 | 90981 | 4.9% |
| 4 | 86459 | 4.6% |
| 3 | 85641 | 4.6% |
| Value | Count | Frequency (%) |
| o | 748094 | |
| t | 748094 | |
| h | 748094 | |
| e | 748094 | |
| r | 748094 |
| Value | Count | Frequency (%) |
| . | 450272 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3740470 | |
| Common | 2318066 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 603960 | |
| . | 450272 | |
| 9 | 242478 | |
| 8 | 235135 | 10.1% |
| 1 | 163442 | 7.1% |
| 7 | 156499 | 6.8% |
| 6 | 109776 | 4.7% |
| 5 | 93423 | 4.0% |
| 2 | 90981 | 3.9% |
| 4 | 86459 | 3.7% |
| Value | Count | Frequency (%) |
| o | 748094 | |
| t | 748094 | |
| h | 748094 | |
| e | 748094 | |
| r | 748094 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6058536 |
Most frequent character per block
| Value | Count | Frequency (%) |
| o | 748094 | |
| t | 748094 | |
| h | 748094 | |
| e | 748094 | |
| r | 748094 | |
| 0 | 603960 | |
| . | 450272 | |
| 9 | 242478 | 4.0% |
| 8 | 235135 | 3.9% |
| 1 | 163442 | 2.7% |
| Other values (6) | 622779 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.1 MiB |
| other |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 5991830 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | other |
|---|---|
| 2nd row | other |
| 3rd row | other |
| 4th row | other |
| 5th row | other |
| Value | Count | Frequency (%) |
| other | 1198366 |
| Value | Count | Frequency (%) |
| other | 1198366 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5991830 |
Most frequent character per category
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5991830 |
Most frequent character per script
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5991830 |
Most frequent character per block
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.1 MiB |
| other |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 5991830 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | other |
|---|---|
| 2nd row | other |
| 3rd row | other |
| 4th row | other |
| 5th row | other |
| Value | Count | Frequency (%) |
| other | 1198366 |
| Value | Count | Frequency (%) |
| other | 1198366 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5991830 |
Most frequent character per category
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5991830 |
Most frequent character per script
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5991830 |
Most frequent character per block
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.1 MiB |
| other |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 5991830 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | other |
|---|---|
| 2nd row | other |
| 3rd row | other |
| 4th row | other |
| 5th row | other |
| Value | Count | Frequency (%) |
| other | 1198366 |
| Value | Count | Frequency (%) |
| other | 1198366 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5991830 |
Most frequent character per category
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5991830 |
Most frequent character per script
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5991830 |
Most frequent character per block
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.1 MiB |
| other |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 5991830 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | other |
|---|---|
| 2nd row | other |
| 3rd row | other |
| 4th row | other |
| 5th row | other |
| Value | Count | Frequency (%) |
| other | 1198366 |
| Value | Count | Frequency (%) |
| other | 1198366 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5991830 |
Most frequent character per category
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5991830 |
Most frequent character per script
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5991830 |
Most frequent character per block
| Value | Count | Frequency (%) |
| o | 1198366 | |
| t | 1198366 | |
| h | 1198366 | |
| e | 1198366 | |
| r | 1198366 |
| Distinct | 5912 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6402.526992 |
|---|---|
| Minimum | 0 |
| Maximum | 75000 |
| Zeros | 529089 |
| Zeros (%) | 44.2% |
| Memory size | 9.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1736 |
| Q3 | 10000 |
| 95-th percentile | 25000 |
| Maximum | 75000 |
| Range | 75000 |
| Interquartile range (IQR) | 10000 |
Descriptive statistics
| Standard deviation | 9966.585767 |
|---|---|
| Coefficient of variation (CV) | 1.556664389 |
| Kurtosis | 9.874908774 |
| Mean | 6402.526992 |
| Median Absolute Deviation (MAD) | 1736 |
| Skewness | 2.653209548 |
| Sum | 7672570662 |
| Variance | 99332831.85 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 529089 | |
| 5000 | 75912 | 6.3% |
| 10000 | 56243 | 4.7% |
| 15000 | 52943 | 4.4% |
| 20000 | 21362 | 1.8% |
| 25000 | 19886 | 1.7% |
| 6000 | 17820 | 1.5% |
| 7000 | 13209 | 1.1% |
| 8000 | 11491 | 1.0% |
| 30000 | 10249 | 0.9% |
| Other values (5902) | 390162 |
| Value | Count | Frequency (%) |
| 0 | 529089 | |
| 0.25 | 54 | < 0.1% |
| 0.65 | 38 | < 0.1% |
| 1 | 248 | < 0.1% |
| 2 | 178 | < 0.1% |
| Value | Count | Frequency (%) |
| 75000 | 2683 | |
| 74400 | 20 | < 0.1% |
| 74000 | 38 | < 0.1% |
| 72500 | 13 | < 0.1% |
| 72000 | 21 | < 0.1% |
| Distinct | 5801 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 217.5205774 |
|---|---|
| Minimum | 0 |
| Maximum | 6673.83 |
| Zeros | 276879 |
| Zeros (%) | 23.1% |
| Memory size | 9.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 70 |
| median | 198.41 |
| Q3 | 300.07 |
| 95-th percentile | 580.39 |
| Maximum | 6673.83 |
| Range | 6673.83 |
| Interquartile range (IQR) | 230.07 |
Descriptive statistics
| Standard deviation | 203.5212063 |
|---|---|
| Coefficient of variation (CV) | 0.9356411645 |
| Kurtosis | 9.850388796 |
| Mean | 217.5205774 |
| Median Absolute Deviation (MAD) | 107.06 |
| Skewness | 1.877629216 |
| Sum | 260669264.3 |
| Variance | 41420.88143 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 276879 | 23.1% |
| 200 | 36167 | 3.0% |
| 150 | 33283 | 2.8% |
| 100 | 32973 | 2.8% |
| 300 | 30930 | 2.6% |
| 250 | 26524 | 2.2% |
| 500 | 17980 | 1.5% |
| 154.11 | 15114 | 1.3% |
| 254.56 | 14105 | 1.2% |
| 97.4 | 13430 | 1.1% |
| Other values (5791) | 700981 |
| Value | Count | Frequency (%) |
| 0 | 276879 | |
| 43.05 | 78 | < 0.1% |
| 46.49 | 38 | < 0.1% |
| 48.28 | 2 | < 0.1% |
| 50 | 8138 | 0.7% |
| Value | Count | Frequency (%) |
| 6673.83 | 2 | < 0.1% |
| 4000 | 8 | < 0.1% |
| 3380.09 | 3 | < 0.1% |
| 3260.92 | 26 | |
| 3173.49 | 2 | < 0.1% |
| Distinct | 148 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.07475429 |
|---|---|
| Minimum | 0 |
| Maximum | 180 |
| Zeros | 276879 |
| Zeros (%) | 23.1% |
| Memory size | 9.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 24 |
| median | 60 |
| Q3 | 120 |
| 95-th percentile | 127 |
| Maximum | 180 |
| Range | 180 |
| Interquartile range (IQR) | 96 |
Descriptive statistics
| Standard deviation | 48.02464497 |
|---|---|
| Coefficient of variation (CV) | 0.7379919524 |
| Kurtosis | -1.218295923 |
| Mean | 65.07475429 |
| Median Absolute Deviation (MAD) | 60 |
| Skewness | 0.0406635905 |
| Sum | 77983373 |
| Variance | 2306.366525 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 276879 | |
| 120 | 189453 | |
| 60 | 86464 | 7.2% |
| 126 | 56529 | 4.7% |
| 127 | 38739 | 3.2% |
| 36 | 31235 | 2.6% |
| 58 | 30477 | 2.5% |
| 56 | 27396 | 2.3% |
| 48 | 26249 | 2.2% |
| 72 | 20781 | 1.7% |
| Other values (138) | 414164 |
| Value | Count | Frequency (%) |
| 0 | 276879 | |
| 5 | 8 | < 0.1% |
| 6 | 501 | < 0.1% |
| 7 | 274 | < 0.1% |
| 8 | 172 | < 0.1% |
| Value | Count | Frequency (%) |
| 180 | 10725 | |
| 177 | 52 | < 0.1% |
| 174 | 54 | < 0.1% |
| 170 | 23 | < 0.1% |
| 168 | 60 | < 0.1% |
| Distinct | 661 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14605.49841 |
|---|---|
| Minimum | 0 |
| Maximum | 75000 |
| Zeros | 276879 |
| Zeros (%) | 23.1% |
| Memory size | 9.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5000 |
| median | 10000 |
| Q3 | 20000 |
| 95-th percentile | 45000 |
| Maximum | 75000 |
| Range | 75000 |
| Interquartile range (IQR) | 15000 |
Descriptive statistics
| Standard deviation | 14594.45273 |
|---|---|
| Coefficient of variation (CV) | 0.9992437314 |
| Kurtosis | 2.569365706 |
| Mean | 14605.49841 |
| Median Absolute Deviation (MAD) | 10000 |
| Skewness | 1.483061985 |
| Sum | 1.750273271 × 1010 |
| Variance | 212998050.5 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 276879 | |
| 15000 | 109140 | 9.1% |
| 5000 | 105096 | 8.8% |
| 10000 | 93972 | 7.8% |
| 25000 | 55440 | 4.6% |
| 20000 | 50382 | 4.2% |
| 30000 | 29649 | 2.5% |
| 6000 | 24766 | 2.1% |
| 7000 | 18781 | 1.6% |
| 50000 | 18266 | 1.5% |
| Other values (651) | 415995 |
| Value | Count | Frequency (%) |
| 0 | 276879 | |
| 5000 | 105096 | 8.8% |
| 5050 | 15 | < 0.1% |
| 5065 | 13 | < 0.1% |
| 5100 | 443 | < 0.1% |
| Value | Count | Frequency (%) |
| 75000 | 8496 | |
| 74500 | 90 | < 0.1% |
| 74400 | 20 | < 0.1% |
| 74000 | 163 | < 0.1% |
| 73000 | 243 | < 0.1% |
| Distinct | 445568 |
|---|---|
| Distinct (%) | 37.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 825.8073586 |
|---|---|
| Minimum | 0 |
| Maximum | 196021.2644 |
| Zeros | 31413 |
| Zeros (%) | 2.6% |
| Memory size | 9.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.333333333 × 105 |
| Q1 | 0.0001166666667 |
| median | 0.08578333333 |
| Q3 | 4.3419375 |
| 95-th percentile | 5387.60955 |
| Maximum | 196021.2644 |
| Range | 196021.2644 |
| Interquartile range (IQR) | 4.341820833 |
Descriptive statistics
| Standard deviation | 3881.657239 |
|---|---|
| Coefficient of variation (CV) | 4.700439151 |
| Kurtosis | 89.40859525 |
| Mean | 825.8073586 |
| Median Absolute Deviation (MAD) | 0.08578333333 |
| Skewness | 8.148425403 |
| Sum | 989619461.1 |
| Variance | 15067262.92 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.333333333 × 105 | 81181 | 6.8% |
| 5 × 105 | 53497 | 4.5% |
| 0.0001 | 34637 | 2.9% |
| 0 | 31413 | 2.6% |
| 8.333333333 × 105 | 31013 | 2.6% |
| 6.666666667 × 105 | 29629 | 2.5% |
| 0.0001166666667 | 26055 | 2.2% |
| 1.666666667 × 105 | 21265 | 1.8% |
| 0.0001333333333 | 21050 | 1.8% |
| 0.00015 | 14560 | 1.2% |
| Other values (445558) | 854066 |
| Value | Count | Frequency (%) |
| 0 | 31413 | 2.6% |
| 1.666666667 × 105 | 21265 | 1.8% |
| 3.333333333 × 105 | 81181 | |
| 5 × 105 | 53497 | |
| 6.666666667 × 105 | 29629 | 2.5% |
| Value | Count | Frequency (%) |
| 196021.2644 | 1 | |
| 192096.7863 | 1 | |
| 173283.6517 | 1 | |
| 161098.2429 | 1 | |
| 159861.5123 | 1 |
| Distinct | 1075030 |
|---|---|
| Distinct (%) | 89.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12992.11481 |
|---|---|
| Minimum | 0 |
| Maximum | 411944.3109 |
| Zeros | 31413 |
| Zeros (%) | 2.6% |
| Memory size | 9.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0005 |
| Q1 | 563.6688958 |
| median | 7544.901358 |
| Q3 | 19544.95185 |
| 95-th percentile | 45795.37874 |
| Maximum | 411944.3109 |
| Range | 411944.3109 |
| Interquartile range (IQR) | 18981.28296 |
Descriptive statistics
| Standard deviation | 16463.6533 |
|---|---|
| Coefficient of variation (CV) | 1.267203495 |
| Kurtosis | 11.76958602 |
| Mean | 12992.11481 |
| Median Absolute Deviation (MAD) | 7536.426792 |
| Skewness | 2.409570598 |
| Sum | 1.556930866 × 1010 |
| Variance | 271051880 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31413 | 2.6% |
| 0.0001833333333 | 2096 | 0.2% |
| 0.0001666666667 | 2064 | 0.2% |
| 0.00015 | 2036 | 0.2% |
| 0.0002 | 1992 | 0.2% |
| 0.0002166666667 | 1964 | 0.2% |
| 0.0002333333333 | 1842 | 0.2% |
| 0.0001333333333 | 1705 | 0.1% |
| 0.00025 | 1634 | 0.1% |
| 0.0002666666667 | 1473 | 0.1% |
| Other values (1075020) | 1150147 |
| Value | Count | Frequency (%) |
| 0 | 31413 | |
| 1.666666667 × 105 | 4 | < 0.1% |
| 3.333333333 × 105 | 988 | 0.1% |
| 5 × 105 | 993 | 0.1% |
| 6.666666667 × 105 | 453 | < 0.1% |
| Value | Count | Frequency (%) |
| 411944.3109 | 1 | |
| 411944.0787 | 1 | |
| 374237.6998 | 1 | |
| 374237.5756 | 1 | |
| 301075.3941 | 1 |
| Distinct | 1399 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 719.9357992 |
|---|---|
| Minimum | 0 |
| Maximum | 1439 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Memory size | 9.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 410 |
| Q1 | 547 |
| median | 699 |
| Q3 | 863 |
| 95-th percentile | 1125 |
| Maximum | 1439 |
| Range | 1439 |
| Interquartile range (IQR) | 316 |
Descriptive statistics
| Standard deviation | 219.8649576 |
|---|---|
| Coefficient of variation (CV) | 0.305395228 |
| Kurtosis | -0.3363177717 |
| Mean | 719.9357992 |
| Median Absolute Deviation (MAD) | 158 |
| Skewness | 0.4441248625 |
| Sum | 862746584 |
| Variance | 48340.59957 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 360 | 12854 | 1.1% |
| 420 | 9784 | 0.8% |
| 392 | 3687 | 0.3% |
| 391 | 2800 | 0.2% |
| 581 | 2406 | 0.2% |
| 586 | 2384 | 0.2% |
| 575 | 2366 | 0.2% |
| 593 | 2365 | 0.2% |
| 577 | 2355 | 0.2% |
| 574 | 2354 | 0.2% |
| Other values (1389) | 1155011 |
| Value | Count | Frequency (%) |
| 0 | 5 | < 0.1% |
| 1 | 12 | |
| 2 | 15 | |
| 3 | 9 | |
| 4 | 12 |
| Value | Count | Frequency (%) |
| 1439 | 9 | |
| 1438 | 18 | |
| 1437 | 9 | |
| 1436 | 6 | < 0.1% |
| 1435 | 12 |
event_nr
Real number (ℝ≥0)
| Distinct | 180 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.22978789 |
|---|---|
| Minimum | 1 |
| Maximum | 180 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 10 |
| median | 20 |
| Q3 | 32 |
| 95-th percentile | 56 |
| Maximum | 180 |
| Range | 179 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 17.48966015 |
|---|---|
| Coefficient of variation (CV) | 0.75289797 |
| Kurtosis | 2.825736343 |
| Mean | 23.22978789 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 1.338395423 |
| Sum | 27837788 |
| Variance | 305.8882121 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 31413 | 2.6% |
| 10 | 31413 | 2.6% |
| 8 | 31413 | 2.6% |
| 7 | 31413 | 2.6% |
| 6 | 31413 | 2.6% |
| 5 | 31413 | 2.6% |
| 4 | 31413 | 2.6% |
| 1 | 31413 | 2.6% |
| 9 | 31413 | 2.6% |
| 3 | 31413 | 2.6% |
| Other values (170) | 884236 |
| Value | Count | Frequency (%) |
| 1 | 31413 | |
| 2 | 31413 | |
| 3 | 31413 | |
| 4 | 31413 | |
| 5 | 31413 |
| Value | Count | Frequency (%) |
| 180 | 2 | |
| 179 | 2 | |
| 178 | 2 | |
| 177 | 2 | |
| 176 | 2 |
month
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.764276523 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.357888527 |
|---|---|
| Coefficient of variation (CV) | 0.496415029 |
| Kurtosis | -1.140259463 |
| Mean | 6.764276523 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.1346554955 |
| Sum | 8106079 |
| Variance | 11.27541536 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 118526 | |
| 9 | 114592 | |
| 8 | 113052 | |
| 10 | 111447 | |
| 11 | 104647 | |
| 6 | 104304 | |
| 3 | 95614 | |
| 12 | 95059 | |
| 2 | 89008 | |
| 5 | 85468 | |
| Other values (2) | 166649 |
| Value | Count | Frequency (%) |
| 1 | 83420 | |
| 2 | 89008 | |
| 3 | 95614 | |
| 4 | 83229 | |
| 5 | 85468 |
| Value | Count | Frequency (%) |
| 12 | 95059 | |
| 11 | 104647 | |
| 10 | 111447 | |
| 9 | 114592 | |
| 8 | 113052 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.169756151 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 247992 |
| Zeros (%) | 20.7% |
| Memory size | 9.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.643621876 |
|---|---|
| Coefficient of variation (CV) | 0.7575145601 |
| Kurtosis | -0.9627978018 |
| Mean | 2.169756151 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2666852414 |
| Sum | 2600162 |
| Variance | 2.701492872 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 247992 | |
| 1 | 225767 | |
| 2 | 222589 | |
| 4 | 202066 | |
| 3 | 199665 | |
| 5 | 79764 | 6.7% |
| 6 | 20523 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 247992 | |
| 1 | 225767 | |
| 2 | 222589 | |
| 3 | 199665 | |
| 4 | 202066 |
| Value | Count | Frequency (%) |
| 6 | 20523 | 1.7% |
| 5 | 79764 | 6.7% |
| 4 | 202066 | |
| 3 | 199665 | |
| 2 | 222589 |
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.51548609 |
|---|---|
| Minimum | 0 |
| Maximum | 23 |
| Zeros | 563 |
| Zeros (%) | < 0.1% |
| Memory size | 9.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 9 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 18 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.655485823 |
|---|---|
| Coefficient of variation (CV) | 0.3174408614 |
| Kurtosis | -0.3079468253 |
| Mean | 11.51548609 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.4625088554 |
| Sum | 13799767 |
| Variance | 13.3625766 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 132898 | |
| 8 | 122804 | |
| 10 | 115891 | |
| 13 | 114499 | |
| 12 | 108674 | |
| 14 | 102702 | |
| 11 | 100521 | |
| 7 | 93896 | |
| 15 | 65110 | 5.4% |
| 6 | 52049 | 4.3% |
| Other values (14) | 189322 |
| Value | Count | Frequency (%) |
| 0 | 563 | |
| 1 | 333 | < 0.1% |
| 2 | 308 | < 0.1% |
| 3 | 332 | < 0.1% |
| 4 | 978 |
| Value | Count | Frequency (%) |
| 23 | 2553 | 0.2% |
| 22 | 4573 | 0.4% |
| 21 | 5130 | 0.4% |
| 20 | 8593 | 0.7% |
| 19 | 27052 |
open_cases
Real number (ℝ≥0)
| Distinct | 2706 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1880.303421 |
|---|---|
| Minimum | 1 |
| Maximum | 2706 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1199 |
| Q1 | 1587 |
| median | 1904 |
| Q3 | 2243 |
| 95-th percentile | 2406 |
| Maximum | 2706 |
| Range | 2705 |
| Interquartile range (IQR) | 656 |
Descriptive statistics
| Standard deviation | 419.7365614 |
|---|---|
| Coefficient of variation (CV) | 0.2232281007 |
| Kurtosis | 1.29463494 |
| Mean | 1880.303421 |
| Median Absolute Deviation (MAD) | 326 |
| Skewness | -0.8834269665 |
| Sum | 2253291690 |
| Variance | 176178.781 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1805 | 3355 | 0.3% |
| 2324 | 3002 | 0.3% |
| 1652 | 2918 | 0.2% |
| 1539 | 2827 | 0.2% |
| 2248 | 2809 | 0.2% |
| 1803 | 2784 | 0.2% |
| 1807 | 2678 | 0.2% |
| 2250 | 2663 | 0.2% |
| 1543 | 2654 | 0.2% |
| 1542 | 2602 | 0.2% |
| Other values (2696) | 1170074 |
| Value | Count | Frequency (%) |
| 1 | 6 | |
| 2 | 6 | |
| 3 | 6 | |
| 4 | 3 | |
| 5 | 6 |
| Value | Count | Frequency (%) |
| 2706 | 6 | |
| 2705 | 7 | |
| 2704 | 9 | |
| 2703 | 10 | |
| 2702 | 10 |
time:timestamp
Date
| Distinct | 1198309 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.1 MiB |
| Minimum | 2016-01-01 09:51:15.304000+00:00 |
|---|---|
| Maximum | 2017-02-01 10:46:32.732000+00:00 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| case:ApplicationType | case:LoanGoal | case:RequestedAmount | case:concept:name | label | concept:name | org:resource | Action | CreditScore | EventOrigin | lifecycle:transition | Accepted | Selected | FirstWithdrawalAmount | MonthlyCost | NumberOfTerms | OfferedAmount | timesincelastevent | timesincecasestart | timesincemidnight | event_nr | month | weekday | hour | open_cases | time:timestamp | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | other | other | 20000.0 | Application_652823628 | regular | A_Create Application | other | other | other | other | other | other | other | 0.0 | 0.00 | 0.0 | 0.0 | 0.000000 | 0.000000 | 591.0 | 1.0 | 1.0 | 4.0 | 9.0 | 1.0 | 2016-01-01 09:51:15.304000+00:00 |
| 1 | other | other | 20000.0 | Application_652823628 | regular | A_Submitted | other | other | other | other | other | other | other | 0.0 | 0.00 | 0.0 | 0.0 | 0.000800 | 0.000800 | 591.0 | 2.0 | 1.0 | 4.0 | 9.0 | 1.0 | 2016-01-01 09:51:15.352000+00:00 |
| 2 | other | other | 20000.0 | Application_652823628 | regular | W_Handle leads | other | other | other | other | other | other | other | 0.0 | 0.00 | 0.0 | 0.0 | 0.007033 | 0.007833 | 591.0 | 3.0 | 1.0 | 4.0 | 9.0 | 1.0 | 2016-01-01 09:51:15.774000+00:00 |
| 3 | other | other | 20000.0 | Application_652823628 | regular | W_Handle leads | other | other | other | other | other | other | other | 0.0 | 0.00 | 0.0 | 0.0 | 1.343633 | 1.351467 | 592.0 | 4.0 | 1.0 | 4.0 | 9.0 | 1.0 | 2016-01-01 09:52:36.392000+00:00 |
| 4 | other | other | 20000.0 | Application_652823628 | regular | W_Complete application | other | other | other | other | other | other | other | 0.0 | 0.00 | 0.0 | 0.0 | 0.000183 | 1.351650 | 592.0 | 5.0 | 1.0 | 4.0 | 9.0 | 1.0 | 2016-01-01 09:52:36.403000+00:00 |
| 5 | other | other | 20000.0 | Application_652823628 | regular | A_Concept | other | other | other | other | other | other | other | 0.0 | 0.00 | 0.0 | 0.0 | 0.000167 | 1.351817 | 592.0 | 6.0 | 1.0 | 4.0 | 9.0 | 1.0 | 2016-01-01 09:52:36.413000+00:00 |
| 6 | other | other | 20000.0 | Application_652823628 | regular | W_Complete application | User_17 | other | other | other | other | other | other | 0.0 | 0.00 | 0.0 | 0.0 | 1492.766933 | 1494.118750 | 645.0 | 7.0 | 1.0 | 5.0 | 10.0 | 31.0 | 2016-01-02 10:45:22.429000+00:00 |
| 7 | other | other | 20000.0 | Application_652823628 | regular | W_Complete application | User_17 | other | other | other | other | other | other | 0.0 | 0.00 | 0.0 | 0.0 | 4.106450 | 1498.225200 | 649.0 | 8.0 | 1.0 | 5.0 | 10.0 | 31.0 | 2016-01-02 10:49:28.816000+00:00 |
| 8 | other | other | 20000.0 | Application_652823628 | regular | A_Accepted | User_52 | other | other | other | other | other | other | 0.0 | 0.00 | 0.0 | 0.0 | 33.591383 | 1531.816583 | 683.0 | 9.0 | 1.0 | 5.0 | 11.0 | 33.0 | 2016-01-02 11:23:04.299000+00:00 |
| 9 | other | other | 20000.0 | Application_652823628 | regular | O_Create Offer | User_52 | other | other | other | other | other | other | 20000.0 | 498.29 | 44.0 | 20000.0 | 5.994917 | 1537.811500 | 689.0 | 10.0 | 1.0 | 5.0 | 11.0 | 35.0 | 2016-01-02 11:29:03.994000+00:00 |
Last rows
| case:ApplicationType | case:LoanGoal | case:RequestedAmount | case:concept:name | label | concept:name | org:resource | Action | CreditScore | EventOrigin | lifecycle:transition | Accepted | Selected | FirstWithdrawalAmount | MonthlyCost | NumberOfTerms | OfferedAmount | timesincelastevent | timesincecasestart | timesincemidnight | event_nr | month | weekday | hour | open_cases | time:timestamp | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1198356 | other | other | 20000.0 | Application_1350494635 | regular | W_Complete application | User_96 | other | other | other | other | other | other | 20000.0 | 297.81 | 77.0 | 20000.0 | 0.000200 | 2749.454150 | 1167.0 | 12.0 | 1.0 | 0.0 | 19.0 | 1419.0 | 2017-01-02 19:27:20.465000+00:00 |
| 1198357 | other | other | 20000.0 | Application_1350494635 | regular | W_Call after offers | User_96 | other | other | other | other | other | other | 20000.0 | 297.81 | 77.0 | 20000.0 | 0.000100 | 2749.454250 | 1167.0 | 13.0 | 1.0 | 0.0 | 19.0 | 1419.0 | 2017-01-02 19:27:20.471000+00:00 |
| 1198358 | other | other | 20000.0 | Application_1350494635 | regular | W_Call after offers | User_96 | other | other | other | other | other | other | 20000.0 | 297.81 | 77.0 | 20000.0 | 0.000017 | 2749.454267 | 1167.0 | 14.0 | 1.0 | 0.0 | 19.0 | 1419.0 | 2017-01-02 19:27:20.472000+00:00 |
| 1198359 | other | other | 20000.0 | Application_1350494635 | regular | A_Complete | User_96 | other | other | other | other | other | other | 20000.0 | 297.81 | 77.0 | 20000.0 | 0.000033 | 2749.454300 | 1167.0 | 15.0 | 1.0 | 0.0 | 19.0 | 1419.0 | 2017-01-02 19:27:20.474000+00:00 |
| 1198360 | other | other | 20000.0 | Application_1350494635 | regular | W_Call after offers | User_96 | other | other | other | other | other | other | 20000.0 | 297.81 | 77.0 | 20000.0 | 2.091917 | 2751.546217 | 1169.0 | 16.0 | 1.0 | 0.0 | 19.0 | 1419.0 | 2017-01-02 19:29:25.989000+00:00 |
| 1198361 | other | other | 20000.0 | Application_1350494635 | regular | W_Call after offers | other | other | other | other | other | other | other | 20000.0 | 297.81 | 77.0 | 20000.0 | 4983.603717 | 7735.149933 | 393.0 | 17.0 | 1.0 | 4.0 | 6.0 | 1142.0 | 2017-01-06 06:33:02.212000+00:00 |
| 1198362 | other | other | 20000.0 | Application_1350494635 | regular | W_Call after offers | other | other | other | other | other | other | other | 20000.0 | 297.81 | 77.0 | 20000.0 | 0.000150 | 7735.150083 | 393.0 | 18.0 | 1.0 | 4.0 | 6.0 | 1142.0 | 2017-01-06 06:33:02.221000+00:00 |
| 1198363 | other | other | 20000.0 | Application_1350494635 | regular | A_Cancelled | User_28 | other | other | other | other | other | other | 20000.0 | 297.81 | 77.0 | 20000.0 | 14598.314883 | 22333.464967 | 591.0 | 19.0 | 1.0 | 0.0 | 9.0 | 594.0 | 2017-01-16 09:51:21.114000+00:00 |
| 1198364 | other | other | 20000.0 | Application_1350494635 | regular | O_Cancelled | User_28 | other | other | other | other | other | other | 20000.0 | 297.81 | 77.0 | 20000.0 | 0.000417 | 22333.465383 | 591.0 | 20.0 | 1.0 | 0.0 | 9.0 | 594.0 | 2017-01-16 09:51:21.139000+00:00 |
| 1198365 | other | other | 20000.0 | Application_1350494635 | regular | W_Call after offers | User_28 | other | other | other | other | other | other | 20000.0 | 297.81 | 77.0 | 20000.0 | 0.000117 | 22333.465500 | 591.0 | 21.0 | 1.0 | 0.0 | 9.0 | 593.0 | 2017-01-16 09:51:21.146000+00:00 |